LLMChess is an innovative AI tool that allows users to play chess against AI opponents powered by GPT models. Users can select their preferred GPT model by providing their API key, and the tool provides game controls and logs to track the game's progress. With LLMChess, users can engage in challenging chess matches, improve their skills, and explore the strategic capabilities of GPT models.